Dataverse contents, Anzia and Trounstine (2024)

1. .dta dataset for replicating quantitative results in the article and online appendix
2. .do file with code to produce the quantitative results in the article and online appendix
3. The Supplemental Materials appendix
4. A codebook for the .dta dataset
5. All data and layer files needed to produce the maps.

Notes:

To run the command with csdid, install package csdid.

Figures 4, A2, and A3 were created in Excel.

Figures 5 and A1 were created in ArcGIS 10.8.2

The authors used Stata 14.2 for these analyses. 

To create the mmaps (Figures 5 and A1):

Figure A1: Civil Service Map
In ArcGIS
Add 1940_place shape file
Add US_state_1940 shape file
Add 1940_county shape file
Add map_dataV2.csv
Add map_mining.csv

Join 1940_place shape file with map_data.csv using nhgisplace
In properties, select Symbology, choose multiple attributes "quantity by category", value field civserv (color gray scale label, symbol size Value: pop )

Add legend

Figure 5: Mining Map
In ArcGIS
Add 1940_place shape file
Add US_state_1940 shape file
Add 1940_county shape file
Add map_dataV2.csv
Add map_minin.csv

Join 1940_place shape file with map_dataV2.csv using nhgisplace
In properties, select Symbology, choose categories "unique values", value field iaff1920 (color pink, label IAFF 1920)

Join 1940_county with map_mining.csv using gisjoin
In properties, select Symbology, choose quantities "graduated colors", value lnmining (color ramp gray scale)

Add legend
